Bachelor's or Master’s degree in Computer Science, Artificial Intelligence, or a related field. 5+ years of experience in AI development or a related role. Strong proficiency in programming languages such as Python, Java, or Scala. Expert knowledge of machine learning frameworks (e.g., TensorFlow, Keras, PyTorch). Experience with natural language processing (NLP) and computer vision techniques. Understanding of data preprocessing, feature engineering, and data visualization. Familiarity with MLOps practices for deploying and monitoring machine learning models. Ability to communicate complex ideas clearly and effectively within a team.